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- [A Taxonomy of Prompt Modifiers for Text-To-Image Generation](https://arxiv.org/abs/2204.13988)
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## Tools
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You can use the tools below to test out prompts
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You can use the tools below to test out prompts and conduct research
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- Researchers:
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- [PartiPrompts](https://parti.research.google/)
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- [Real Toxicity Prompts](https://allenai.org/data/real-toxicity-prompts)
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- Developers
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- [OpenAI Playground](https://beta.openai.com/playground)
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- [GPTTools](https://gpttools.com/comparisontool)
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- [Lexica](https://lexica.art/)
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## Guides
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- [Prompt Engineering by co:here](https://docs.cohere.ai/docs/prompt-engineering)
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- [Prompt Engineering by Microsoft](https://microsoft.github.io/prompt-engineering/)
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- [Start with an Instruction](https://beta.openai.com/docs/quickstart/start-with-an-instruction)
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- [DALLE Prompt Book](https://dallery.gallery/the-dalle-2-prompt-book/)
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- [DALL·E 2 Prompt Engineering Guide](https://docs.google.com/document/d/11WlzjBT0xRpQhP9tFMtxzd0q6ANIdHPUBkMV-YB043U/edit#)
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- [Learn Prompting](https://learnprompting.org/)
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## Blog and Other Readings
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- [Giving GPT-3 a Turing Test](https://lacker.io/ai/2020/07/06/giving-gpt-3-a-turing-test.html)
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- [Prompts as Programming](https://www.gwern.net/GPT-3#prompts-as-programming)
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- [Prompts as Programming by Gwern](https://www.gwern.net/GPT-3#prompts-as-programming)
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- [AI Content Generation](https://www.jonstokes.com/p/ai-content-generation-part-1-machine)
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- [How to Draw Anything](https://andys.page/posts/how-to-draw/)
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- [How to write good prompts](https://andymatuschak.org/prompts/)
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- [How to get images that don't suck](https://www.reddit.com/r/StableDiffusion/comments/x41n87/how_to_get_images_that_dont_suck_a/)
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- [Best 100+ Stable Diffusion Prompts](https://mpost.io/best-100-stable-diffusion-prompts-the-most-beautiful-ai-text-to-image-prompts/)
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- [Notes for Prompt Engineering by sw-yx](https://github.com/sw-yx/ai-notes)
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## Courses/Lectures
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## Tweets
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